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Canadian Immigration Dashboard [ CID ]
Perspective API

Toxicity Scores & Embeddings

Search and explore comments with their Perspective API toxicity/prosocial scores alongside AI sentiment labels.

Communalytic | Toxicity & prosocial scores, embeddings, and clusters generated via Communalytic (Social Media Lab, Toronto Metropolitan University) using Google's Perspective API.
Toxicity Scored
55,769
9.3% of 596,542 total
Prosocial Scored
54,229
Embeddings
55,418
403 clusters
Avg Tox / Con
0.245 / 0.328

Summary Charts

click to expand

All 13 Dimensions

Score Distribution

Scored: 55,769
Unscored: 596,542 remaining
9.3% complete
{# Expects: explorer_rows, explorer_total, explorer_pages, current_page, page_range, filter_opts, f_q, f_polarity, f_tox_min, f_tox_max, f_sort, f_cluster, f_scope, explorer_reset_url #}

Comment Explorer

Browse comments with toxicity & constructive scores. Filter by keyword, polarity, toxicity range, or cluster.

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Search comment text, filter by category or toxicity level
Active: "Your job as a canadian …" 429 comments · Page 17 of 18
What a surprise 😮. It’s taken this long to figure it out ? why didn’t you just look around?? Plus look at who is filling the majority of the Canadian government jobs and what community …
What a surprise 😮. It’s taken this long to figure it out ? why didn’t you just look around?? Plus look at who is filling the majority of the Canadian government jobs and what community they belong to. 😮 no no that wouldn’t be possible!! would it!! Maybe you should be doing a better job at supervising the government employees. We all know that the expectations are those of just having a warm body to work in the Government and not ask any questions, all else is secondary.
Identity Attack0.003385304
Insult0.017292
Profanity0.011389818
Threat0.005757453
Severe Toxicity0.00079631805
Low Tox 0.030977672 Moderate Con 0.338 Unverified_Claim
Nov 13, 2025 IRCC Names India in Study …
Why they need only timhortons job? Why Canadians are not interested in skilled jobs like IT Doctors?
Why they need only timhortons job? Why Canadians are not interested in skilled jobs like IT Doctors?
Identity Attack0.013144426
Insult0.014960921
Profanity0.010740792
Threat0.006220264
Severe Toxicity0.0010681152
Low Tox 0.030388435 Low Con 0.204
Jan 18, 2026 2.9 million Canadian temporary visas …
What about entirely stopping the temporary foreign workers program, for every industry, other than agricultural. Canadians need jobs, too. It can't ALL benefit big business at the expense of unemployed Canadian citizens.
What about entirely stopping the temporary foreign workers program, for every industry, other than agricultural. Canadians need jobs, too. It can't ALL benefit big business at the expense of unemployed Canadian citizens.
Identity Attack0.014450782
Insult0.01313691
Profanity0.00993805
Threat0.0062849927
Severe Toxicity0.0009250641
Low Tox 0.03015274 Constructive 0.526 Policy_Critique
Jan 19, 2026 14 likes Why Canada’s immigration system has …
This is why managing immigration is very important. Rapid demographic change is very disruptive. it's the government's job to manage the flow of immigration better. Of course the Canadian government under Trudeau did the exact …
This is why managing immigration is very important. Rapid demographic change is very disruptive. it's the government's job to manage the flow of immigration better. Of course the Canadian government under Trudeau did the exact opposite of that.
Identity Attack0.00880549
Insult0.013516913
Profanity0.009442741
Threat0.0061749537
Severe Toxicity0.00071048737
Low Tox 0.02779579 Constructive 0.584
Sep 24, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
As a multi-generational, born-and-raised Canadian citizen. Recently, I have been unemployed for 1 year and 2 months, which is the longest I have ever gone without a job in my entire life. My EI has …
As a multi-generational, born-and-raised Canadian citizen. Recently, I have been unemployed for 1 year and 2 months, which is the longest I have ever gone without a job in my entire life. My EI has run out, and during this stressful time, I have only had 4 actual interviews with real human beings. I am also a caregiver for both of my parents, and working remotely has been my profession for the last 7 years. Remote work allows me to both care for them and bring in a full-time income. Despite having 30 years of customer service experience, I find myself being overlooked. Many companies now use AI to prescreen resumes, so if your resume isn’t ATS-friendly, it often never gets seen by a human. Even if you make it past that stage, there are endless AI-driven assessments before you even have a chance to speak with someone. And when you finally do, it’s often yet another layer of screening rather than a real interview. I know I bring value — I consistently receive compliments from customers across cultures for speaking clearly, precisely, and making their experience enjoyable. Yet I find myself competing with younger candidates who can work longer hours, or new immigrants that companies often prioritize, sometimes with government incentives. At 55, I feel like I’m being overlooked despite my proven skills and professionalism. Right now, I live with my retired parents and should be caring for them. Instead, my father is helping me pay my bills so I don’t ruin the credit I worked so hard to build. If I don’t secure a job soon, I fear I’ll lose everything else I’ve managed to hold onto. The stress is overwhelming — I cry daily, and on top of everything, I also face health issues of my own, but I have no space to focus on them because survival takes priority. Canada today feels very different from the country I grew up in. Since the pandemic, things have become harder in every way — jobs, housing, and simply living. Even if I manage to secure work, rent alone now takes up nearly 75% of what I’d earn, not even including other basic bills. It’s disheartening to feel like no matter how hard I push, I can’t get ahead.
Identity Attack0.006474625
Insult0.015796926
Profanity0.014293353
Threat0.0064079775
Severe Toxicity0.0012207031
Low Tox 0.027560094 Constructive 0.813 Personal_Narrative
Aug 28, 2025 Why Canadians Are Turning Against …
When you get your residency, suddenly you start quitting your job and rely on government's social welfare . As a tax payer obviously I would like those benefits to go to Canadians first.
When you get your residency, suddenly you start quitting your job and rely on government's social welfare . As a tax payer obviously I would like those benefits to go to Canadians first.
Identity Attack0.012061302
Insult0.011996903
Profanity0.009442741
Threat0.0062008454
Severe Toxicity0.0009012222
Low Tox 0.026970858 Constructive 0.578
Nov 26, 2025 Quebec Ends Economic Immigration Program …
good job Canadian first
good job Canadian first
Identity Attack0.012943448
Insult0.010742896
Profanity0.010672474
Threat0.0067445673
Severe Toxicity0.0014209747
Low Tox 0.025203144 Moderate Con 0.377
Nov 21, 2025 Quebec Ends Economic Immigration Program …
Every student visa holder got a work visa. they took jobs from Canadian youths. All work visa holders which are students will be PR or refugees. Canadian government will continue to increase income tax. look …
Every student visa holder got a work visa. they took jobs from Canadian youths. All work visa holders which are students will be PR or refugees. Canadian government will continue to increase income tax. look at meat prices in canada, look at egg or milk price.
Identity Attack0.00984143
Insult0.011122898
Profanity0.00995513
Threat0.006149062
Severe Toxicity0.0009012222
Low Tox 0.023906821 Moderate Con 0.436
Jan 5, 2026 New rules, regulations take effect …
As a Canadian immigrant, I didn’t have any special treatments (given a job, medical and money to live here….). Anyone wants to live in Canada, should follow Canadian laws, regulations, and respect Canadians! Try not …
As a Canadian immigrant, I didn’t have any special treatments (given a job, medical and money to live here….). Anyone wants to live in Canada, should follow Canadian laws, regulations, and respect Canadians! Try not to change what Canada has.
Identity Attack0.013345404
Insult0.010362893
Profanity0.009903891
Threat0.005893383
Severe Toxicity0.00072956085
Low Tox 0.023671126 Constructive 0.667 Personal_Narrative
Aug 27, 2025 Why Canadians Are Turning Against …
many canadians apply for 100 jobs and get no job.
many canadians apply for 100 jobs and get no job.
Identity Attack0.012943448
Insult0.010476895
Profanity0.009733095
Threat0.0062526283
Severe Toxicity0.00077724457
Low Tox 0.023553278 Low Con 0.238 Economic_Argument
Feb 22, 2026 1 likes LILLEY UNLEASHED: The fall of …
The heavy price is paid by the Canadians who lose housing ,jobs , college opportunities, health care, etc
The heavy price is paid by the Canadians who lose housing ,jobs , college opportunities, health care, etc
Identity Attack0.011025362
Insult0.009868891
Profanity0.009323184
Threat0.0060908063
Severe Toxicity0.0008201599
Low Tox 0.022256956 Moderate Con 0.426 Economic_Argument
Jan 16, 2026 2.9 million Canadian temporary visas …
Great job as usual Michelle to speak for Canadians!
Great job as usual Michelle to speak for Canadians!
Identity Attack0.00880549
Insult0.011920903
Profanity0.009647697
Threat0.0059969495
Severe Toxicity0.0008583069
Low Tox 0.022021262 Moderate Con 0.491 Meta_Commentary
Feb 24, 2026 12 likes 'We do know that there's …
As a Canadian, what do we do? Every entry to mid level job has been taken by the fine folks in the video, never mind what has happened to the housing market.
As a Canadian, what do we do? Every entry to mid level job has been taken by the fine folks in the video, never mind what has happened to the housing market.
Identity Attack0.004587734
Insult0.0113509
Profanity0.010809111
Threat0.0059678215
Severe Toxicity0.000705719
Low Tox 0.021196328 Constructive 0.503 Economic_Argument
Jan 29, 2026 1 likes Inside Canada's Indian Invasion...
Why can’t. I get some help , to getting a job , , I’m a Canadian. Citizen.
Why can’t. I get some help , to getting a job , , I’m a Canadian. Citizen.
Identity Attack0.009027477
Insult0.00971689
Profanity0.010211324
Threat0.0062785195
Severe Toxicity0.000872612
Low Tox 0.02107848 Moderate Con 0.496
Nov 21, 2025 5 likes Thousands of refugees allowed into …
Not true. Most Canadians want smaller numbers and tighter requirements. The students and TEMPORARY workers think they automatically will get permanent residency, when in fact there are no guarantees..Why these people act like Canada did …
Not true. Most Canadians want smaller numbers and tighter requirements. The students and TEMPORARY workers think they automatically will get permanent residency, when in fact there are no guarantees..Why these people act like Canada did something wrong? Having that many people come is a strain on all our resources and job market. We have a right to decide who we need and want. Store manager is not a job that Canadians won't do.
Identity Attack0.009619443
Insult0.011844902
Profanity0.0094256615
Threat0.005922511
Severe Toxicity0.00069618225
Low Tox 0.020960633 Constructive 0.763 Policy_Critique
Feb 11, 2026 1 likes Canada's tighter immigration policy divides …
Good step by government Canadians first great news for Canadian kids having hard time to find jobs
Good step by government Canadians first great news for Canadian kids having hard time to find jobs
Identity Attack0.008324518
Insult0.010552894
Profanity0.009459821
Threat0.006317357
Severe Toxicity0.0008392334
Low Tox 0.02072494 Moderate Con 0.464 Economic_Argument
Jan 11, 2026 Deportations From Canada at Their …
We have a serious unemployment crisis in this country that is particularly affecting young Canadians. The unemployment rate has been continuously going up over the last three years. It has now hit 7.1%, but the …
We have a serious unemployment crisis in this country that is particularly affecting young Canadians. The unemployment rate has been continuously going up over the last three years. It has now hit 7.1%, but the youth unemployment rate is really at catastrophic levels, at 14.5%. Many young people are desperately looking for jobs and are unable to find them.
Identity Attack0.0052906936
Insult0.010818896
Profanity0.009784333
Threat0.0062008454
Severe Toxicity0.0006341934
Low Tox 0.019854378 Constructive 0.581 Economic_Argument
Sep 30, 2025 25 likes IRCC Names India in Study …
Save canadian jobs
Save canadian jobs
Identity Attack0.007880543
Insult0.007797878
Profanity0.011663092
Threat0.0073789097
Severe Toxicity0.0010919571
Low Tox 0.015581916 Moderate Con 0.323
Jan 15, 2026 1 likes 2.9 million Canadian temporary visas …
Need this everywhere, so maybe Canadians can find jobs and housing.
Need this everywhere, so maybe Canadians can find jobs and housing.
Identity Attack0.007806548
Insult0.008025879
Profanity0.009195087
Threat0.0065050707
Severe Toxicity0.00076293945
Low Tox 0.014702292 Moderate Con 0.414
Nov 26, 2025 Quebec Ends Economic Immigration Program …
Csis officer r c m p police officer peel police officer you are doing great job I am proud to be canadian
Csis officer r c m p police officer peel police officer you are doing great job I am proud to be canadian
Identity Attack0.0044582416
Insult0.00806388
Profanity0.011543535
Threat0.0066215824
Severe Toxicity0.0009441376
Low Tox 0.012503231 Constructive 0.569 Identity_Assertion
Sep 29, 2025 IRCC Names India in Study …
Good Job Canada. Focus on your citizens, your economy, your culture and uniting your people into one Big Beautiful Canadian Nation!
Good Job Canada. Focus on your citizens, your economy, your culture and uniting your people into one Big Beautiful Canadian Nation!
Identity Attack0.004994711
Insult0.0070473733
Profanity0.009920971
Threat0.006530962
Severe Toxicity0.00078201294
Low Tox 0.009864358 Moderate Con 0.449 Identity_Assertion
Nov 24, 2025 1 likes Quebec Ends Economic Immigration Program …
They shouldn't have come in the first place now Canadians have to waste hundreds of millions deporting them.If I was going to move to a foreign country I'd do research on jobs,housing,cost of living etc …
They shouldn't have come in the first place now Canadians have to waste hundreds of millions deporting them.If I was going to move to a foreign country I'd do research on jobs,housing,cost of living etc they obviously didn't then complain they can't make it.Go home.
Identity Attack0.0043322137
Insult0.0011908403
Profanity0.00004395006
Threat0.0005412362
Severe Toxicity0.00000458772
Low Tox 0.009554655
Apr 23, 2025 1 likes
Canada sarkar you are doing great job and you are a great PM Canada Mark carney I am proud to be canadian
Canada sarkar you are doing great job and you are a great PM Canada Mark carney I am proud to be canadian
Identity Attack0.0034592997
Insult0.006724371
Profanity0.010757872
Threat0.006738094
Severe Toxicity0.0008010864
Low Tox 0.007790958 Moderate Con 0.495 Identity_Assertion
Oct 26, 2025 IRCC Names India in Study …
Canada sarkar you are doing great job and you are a great PM Canada Mark carney I am proud to be canadian
Canada sarkar you are doing great job and you are a great PM Canada Mark carney I am proud to be canadian
Identity Attack0.0034038029
Insult0.0066863713
Profanity0.010689554
Threat0.0067186756
Severe Toxicity0.0007867813
Low Tox 0.007602467 Moderate Con 0.495 Solidarity
Sep 29, 2025 IRCC Names India in Study …
PM Mark carney you are doing great job and you are a great PM Canada I am proud to be canadian
PM Mark carney you are doing great job and you are a great PM Canada I am proud to be canadian
Identity Attack0.0031633168
Insult0.0066008708
Profanity0.010535837
Threat0.006712203
Severe Toxicity0.00079631805
Low Tox 0.007508222 Constructive 0.578 Identity_Assertion
Sep 29, 2025 IRCC Names India in Study …

Perspective API Dimensions Reference

13 dimensions explained

Toxic (6)

Toxicity
— Rude, disrespectful, or unreasonable
Severe Toxicity
— Very hateful or aggressive
Identity Attack
— Targeting race, religion, gender, etc.
Insult
— Inflammatory or provocative language
Profanity
— Swear words or obscene language
Threat
— Intention to inflict pain or violence

Prosocial (7)

Affinity
— Agreement or shared understanding
Compassion
— Concern for others' wellbeing
Curiosity
— Desire to learn or understand more
Nuance
— Acknowledges complexity or multiple perspectives
Personal Story
— Shares personal experience
Reasoning
— Evidence-based or logical argumentation
Respect
— Politeness and consideration for others
Data sources: comment_perspective_scores, comment_embeddings, and view_comment_sentiment · Scores are probability values (0–1) from Google's Perspective API via Communalytic.